Knowledge Lab, University of Chicago, Chicago, IL 60637.
Department of Sociology, University of Chicago, Chicago, IL 60637.
Proc Natl Acad Sci U S A. 2022 Jun 7;119(23):e2200927119. doi: 10.1073/pnas.2200927119. Epub 2022 Jun 3.
With teams growing in all areas of scientific and scholarly research, we explore the relationship between team structure and the character of knowledge they produce. Drawing on 89,575 self-reports of team member research activity underlying scientific publications, we show how individual activities cohere into broad roles of 1) leadership through the direction and presentation of research and 2) support through data collection, analysis, and discussion. The hidden hierarchy of a scientific team is characterized by its lead (or L) ratio of members playing leadership roles to total team size. The L ratio is validated through correlation with imputed contributions to the specific paper and to science as a whole, which we use to effectively extrapolate the L ratio for 16,397,750 papers where roles are not explicit. We find that, relative to flat, egalitarian teams, tall, hierarchical teams produce less novelty and more often develop existing ideas, increase productivity for those on top and decrease it for those beneath, and increase short-term citations but decrease long-term influence. These effects hold within person-the same person on the same-sized team produces science much more likely to disruptively innovate if they work on a flat, high-L-ratio team. These results suggest the critical role flat teams play for sustainable scientific advance and the training and advancement of scientists.
随着团队在各个科学和学术研究领域的发展,我们探讨了团队结构与他们所产生知识特征之间的关系。我们利用 89575 名科研人员在科学出版物中报告的团队成员研究活动,展示了个人活动如何凝聚成 1)领导角色,通过研究的指导和呈现,以及 2)支持角色,通过数据收集、分析和讨论。科学团队的隐性层级结构的特点是领导(或 L)比例,即担任领导角色的成员与团队总人数的比例。L 比通过与对特定论文和整个科学的推断贡献的相关性进行验证,我们利用这一验证来有效地推断 16397750 篇未明确角色论文的 L 比。我们发现,相对于扁平、平等主义的团队,高、层次分明的团队产生的新颖性较少,更多的是发展现有想法,提高高层人员的生产力,降低底层人员的生产力,并增加短期引用,但降低长期影响力。这些效应在个体内部存在,同一个人在同一个规模的团队中,如果他们在一个扁平、高 L 比的团队中工作,更有可能产生具有颠覆性创新的科学。这些结果表明,扁平团队在可持续科学进步以及科学家的培训和晋升方面发挥着关键作用。